{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e217c4f2-4817-4ddf-a3c3-559ff22f632a",
   "metadata": {},
   "source": [
    "# Using the YOLO Annotation Tool\n",
    "This notebook showcases the YOLO annotation tool to draw boxes around Signals of Interest (SOIs) to create a image dataset compatible with YOLO.\n",
    "\n",
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53160dd6",
   "metadata": {},
   "source": [
    "## Import Libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "db8cb1a0-987c-448c-bbb3-2f7d3d908860",
   "metadata": {},
   "outputs": [],
   "source": [
    "from torchsig.image_datasets.annotation_tools.yolo_annotation_tool import yolo_annotator\n",
    "from torchsig.image_datasets.datasets.yolo_datasets import YOLOFileDataset\n",
    "from torchsig.image_datasets.plotting.plotting import plot_yolo_datum\n",
    "import os"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35b25503",
   "metadata": {},
   "source": [
    "## Set Directory Paths\n",
    "`unlabeled_image_dir/` is where the unlabelled spectrogram images are stored. After annotation, the annotated images with be written to `new_yolo_dataset_dir/`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8a1d6ec5-31b0-4739-90ca-bcec3b5258c6",
   "metadata": {},
   "outputs": [],
   "source": [
    "unlabeled_image_dir = \"./datasets/yolo_annotation_data/sample_images/\" # directory of images to be annotated\n",
    "new_yolo_dataset_dir = \"./datasets/yolo_annotation_data/annotated_yolo_sample_images/\" # directory to save annotated yolo data; be sure to end with a '/'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "123b9d5b",
   "metadata": {},
   "source": [
    "## Create the YOLO Annotator and Label Signals\n",
    "Run the below command, and manually label the SOIs by drawing bounding boxes. Select which signal class you are annotating at the bottom, and hit `Submit` when done annotating the image."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6f2ae761-b7f8-4f46-88c1-fb0c23c027cb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "61d4bb83c7a44030bbc9db4da73e5391",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output(layout=Layout(border_bottom='1px solid black', border_left='1px solid black', border_right='1px solid b…"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "yolo_annotator(unlabeled_image_dir,new_yolo_dataset_dir, class_names=['signal_type_A', 'signal_type_B', 'signal_type_C'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0cb224b3-45e3-4537-a248-43c5964441b6",
   "metadata": {},
   "source": [
    "## Plotting the Resulting Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "a3dcf767-0ffc-407a-bff2-a48e605f45c7",
   "metadata": {},
   "outputs": [],
   "source": [
    "yds = YOLOFileDataset(new_yolo_dataset_dir)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "fb54d59b-6358-4393-b15c-057810add6d7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_yolo_datum(yds.next())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e353115c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "yds.fnames"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "eb632224-b0a6-4003-9334-90def1816bf3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'./datasets/10_example_data/annotated_yolo_sample_images/images/'"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "yds.root_filepath + \"images/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "d065bb7d-1de2-477c-b83d-99151cd635ed",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['1.png']"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "os.listdir(os.path.join(yds.root_filepath, \"images\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "b6e842ce-fd3e-438d-beae-1a618639c70d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "os.listdir(yds.root_filepath)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "3fc3ee61-e9c6-4de8-8f95-aacf97f1e41d",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "7ef4c382-a47b-4c2a-ac53-0f59b982237e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "os.listdir(yds.root_filepath + \"images/\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1b9f75f3-35ed-4506-a31f-652a3ee99a35",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
